{"id":"W4238819917","doi":"10.1257/jel.49.4.1426","title":"<i>Doctoral Dissertations in Economics One-Hundred-Eighth Annual List</i>","year":2011,"lang":"en","type":"article","venue":"Journal of Economic Literature","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Library science; Geography; Political science; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007172102,0.0002186085,0.0006992972,0.0006085298,0.00009856978,0.0001432967,0.0005113703,0.0002191478,0.0007412625],"category_scores_gemma":[0.00006084964,0.0002752807,0.0003174715,0.0001454593,0.0001014926,0.002266058,0.00004507298,0.0005191674,0.0002718105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787337,"about_ca_system_score_gemma":0.0001251852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007439248,"about_ca_topic_score_gemma":0.0002552457,"domain_scores_codex":[0.9975671,0.00003059351,0.001717909,0.0003329683,0.00001405666,0.0003373391],"domain_scores_gemma":[0.998197,0.00005906977,0.001153849,0.0003487916,0.00005218579,0.0001890757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001217566,0.000233982,0.02849257,0.00001460919,0.0001109081,0.00001964419,0.00517356,0.0002331226,0.000007833543,0.9647005,0.000428574,0.0004630038],"study_design_scores_gemma":[0.004062508,0.0005700107,0.1007024,0.0002862495,0.00004775099,0.0003455776,0.001195913,0.0007288178,0.0004893508,0.7836447,0.1067012,0.001225562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273219,0.002113954,0.0001461996,0.0002982144,0.002160491,0.0001444642,0.0005171958,0.00001487933,0.06728276],"genre_scores_gemma":[0.9953187,0.00069636,0.002127027,0.0003162958,0.000517892,0.000007507938,0.00002621317,0.0000307044,0.000959268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1810557,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03672740133191389,"score_gpt":0.2231089247212842,"score_spread":0.1863815233893703,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}